MetaPCA (version 0.1.4)

MetaPCA: Meta-analysis in the Dimension Reduction of Genomic data

Description

MetaPCA implements simultaneous dimension reduction using PCA when multiple studies are combined. We propose two basic ideas to find a common PC subspace by eigenvalue maximization approach and angle minimization approach, and we extend the concept to incorporate Robust PCA and Sparse PCA in the meta-analysis realm.

Copy Link

Version

Down Chevron

Install

install.packages('MetaPCA')

Monthly Downloads

30

Version

0.1.4

License

GPL-2

Issues

Pull Requests

Stars

Forks

Maintainer

Last Published

June 15th, 2011

Functions in MetaPCA (0.1.4)